Yi Liu is an engineer with nine years of experience combining signal processing, machine learning, and embedded systems, currently conducting AI research at Quantstamp while pursuing a PhD at NTU. Proficient in Python, C/C++ and MATLAB, Yi has practical experience across hardware, DevOps and IC design from internships at Nethermind and A*STAR’s SIMTech. Their work spans from intelligent hybrid robotic gripping solutions to contributing to Ethereum evolution, showing comfort at the intersection of research and applied systems. Based in Singapore, Yi blends academic rigor with hands-on engineering, able to move algorithms from prototype to embedded deployment. Notably, their profile reflects a rare mix of IC design know-how and modern AI research, making them effective at bridging low-level hardware constraints with high-level ML models.
8 years of coding experience
Bachelor of Engineering - BE, Electronic Science and Technology, Bachelor of Engineering - BE, Electronic Science and Technology at Beijing Institute of Technology
Master of Science - MS, Signal Processing & Machine Learning, Master of Science - MS, Signal Processing & Machine Learning at Nanyang Technological University Singapore
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